The 3 Levels of Decision Automation

  1. Experiential Reasoning
  2. Objective Oriented Reasoning
  3. Risk Informed Optimisation

Experiential Reasoning

Objective Oriented Reasoning

Risk Informed Optimisation


  • Complexity of the advisory principles
  • Complexity of process to be optimised
  • Availability and nature of historical/operational data
  • Scaleability of rule-based solutions
  • Availability and applicability of empirical process models
  • Importance of risk factor considerations

Future Scopes

  1. Intertemporal choices
  2. Hybrid concepts



Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Darrell Leong, Ph.D.

Darrell Leong, Ph.D.

Decision scientist developing advisory engines across a variety of applications.